When incidents escalate —
it's usually an ownership problem.
Incident ownership, escalation logic, and the structural conditions that must be in place before AI can safely operate in service management workflows.
About this series
ITSM workflows are governed by SLAs, escalation matrices, and change approval processes — yet in practice, the decisions that determine whether an incident is resolved or escalated are often informal, person-dependent, and undocumented.
This series examines those structural gaps: who owns the escalation decision, what conditions trigger a change freeze, and what makes an ITSM workflow genuinely ready for AI-assisted triage and routing.
Who it's for
IT service managers, operations teams, and heads of infrastructure in organisations using Jira Service Management, ServiceNow, or Zendesk. Relevant for any team where SLA breaches are recurring, escalation is inconsistent, or change approval is treated as a formality.
- SLA governance vs. SLA reporting — why the distinction matters
- The escalation decision nobody owns
- Change approval as a decision gate, not a rubber stamp
Articles publishing as the Service Management domain add-on enters Phase 2.